import type { ProviderService } from "./provider-service"; import { AGENT_TOOLS, dispatchAgentTool, type AgentToolContext, type AgentToolDeps } from "./agent-tools"; import { completeGoalTool } from "./agent-goal-tools"; import { executeWebTool, isWebTool, WEB_TOOLS } from "./agent-web-tools"; import { executeWorkspaceTool, isWorkspaceTool, WORKSPACE_TOOLS } from "./agent-workspace-tools"; import { canonicalMentionHandle } from "../../shared/mention-handles"; import type { AgentTurnMessage, ToolDefinition } from "./provider-tool-turn"; import { isComposioTool, executeComposioTool } from "./composio/composio-tool-bridge"; import { capToolOutput, compactToolHistory } from "./run-context-compaction"; import { fitContextBudget } from "./context-budget"; const MAX_ITERATIONS = 12; export interface AgentRunLoopInput { orgId: string; providerId: string; workspaceId: string | null; instructions: string; initialUserTurn: string; toolContext: AgentToolContext; externalTools?: ToolDefinition[]; /** Messages that arrived mid-run, or null. */ pollNewMessages?: () => string | null; /** Called after each model turn the provider answered. */ onModelTurn?: () => void; /** Input tokens the provider's context window leaves after the output reserve. */ inputBudgetTokens: number; } export interface AgentRunLoopResult { finalText: string; iterations: number; toolCallCount: number; lastRequestId: string; } export interface AgentRunLoopDeps { providers: Pick; tools: AgentToolDeps; /** Called after each iteration's tool calls have written their effects. */ onToolResults?: () => void; } /** * Drives a real tool-use loop against the live provider: prompt the model with * the agent tools, execute every tool call it makes, feed results back, and * repeat until the model returns a turn with no tool calls (it is done) or the * iteration cap is hit (which throws rather than silently truncating). */ export async function runAgentLoop(deps: AgentRunLoopDeps, input: AgentRunLoopInput): Promise { const allTools = [...AGENT_TOOLS, ...WORKSPACE_TOOLS, ...WEB_TOOLS, ...(input.externalTools ?? [])]; const messages: AgentTurnMessage[] = [{ role: "user", text: input.initialUserTurn }]; let toolCallCount = 0; let lastRequestId = ""; for (let iteration = 1; iteration <= MAX_ITERATIONS; iteration += 1) { const compaction = compactToolHistory(messages); if (compaction.elided > 0) { messages.splice(0, messages.length, ...compaction.messages); console.info(`[run-loop] iteration ${iteration}: elided ${compaction.elided} earlier tool result(s)`); } fitContextBudget(input.instructions, messages, allTools, input.inputBudgetTokens, iteration); const turn = await deps.providers.runToolTurn({ orgId: input.orgId, providerId: input.providerId, workspaceId: input.workspaceId, instructions: input.instructions, messages, tools: allTools, }); lastRequestId = turn.requestId; input.onModelTurn?.(); if (turn.toolCalls.length === 0) { if (toolCallCount === 0 && !turn.text.trim()) { // A first turn with neither text nor tool calls means the provider // produced nothing actionable (e.g. output truncated mid-reasoning); // completing the run would silently mark a no-op as done. throw new Error("Provider returned an empty turn: no text and no tool calls."); } const lateMessages = input.pollNewMessages?.(); if (lateMessages) { messages.push({ role: "assistant", text: turn.text, toolCalls: [] }, { role: "user", text: lateMessages }); continue; } return { finalText: turn.text, iterations: iteration, toolCallCount, lastRequestId }; } messages.push({ role: "assistant", text: turn.text, toolCalls: turn.toolCalls }); const results: Array<{ toolCallId: string; toolName: string; output: string }> = []; for (const call of turn.toolCalls) { toolCallCount += 1; let output: string; if (isComposioTool(call.name)) { output = await executeComposioTool(deps.tools.db, deps.providers.integrationKeys, input.orgId, input.toolContext.agent.id, call); } else if (isWorkspaceTool(call.name)) { output = await executeWorkspaceTool(input.toolContext, call); } else if (isWebTool(call.name)) { output = await executeWebTool(call); } else if (call.name === "complete_goal") { // Runs an independent audit turn against the provider, so it needs // the loop's provider access rather than the sync dispatcher. output = await completeGoalTool({ deps: deps.tools, ctx: input.toolContext, providers: deps.providers, providerId: input.providerId, workspaceId: input.workspaceId, inputBudgetTokens: input.inputBudgetTokens, call, }); } else { output = dispatchAgentTool(deps.tools, input.toolContext, call, { announceTaskAssignments: shouldAnnounceTaskAssignment(call, turn.toolCalls), }); } results.push({ toolCallId: call.id, toolName: call.name, output: capToolOutput(call.name, output) }); } const followUp = input.pollNewMessages?.(); messages.push(followUp ? { role: "tool", results, followUp } : { role: "tool", results }); deps.onToolResults?.(); } throw new Error(`Agent run did not converge within ${MAX_ITERATIONS} iterations.`); } function shouldAnnounceTaskAssignment(call: { name: string; arguments: Record }, toolCalls: Array<{ name: string; arguments: Record }>): boolean { if (call.name !== "create_task") return true; const assigneeName = stringArg(call.arguments.assignee_agent_name); if (!assigneeName) return true; const handle = `@${canonicalMentionHandle(assigneeName)}`; return !toolCalls.some((toolCall) => { if (toolCall.name !== "send_message") return false; return stringArg(toolCall.arguments.body).toLowerCase().includes(handle); }); } function stringArg(value: unknown): string { return typeof value === "string" ? value : ""; }